Defiance Leveraged Etf Forecast - Naive Prediction
| AMDU Etf | 20.81 0.04 0.19% |
The Naive Prediction forecasted value of Defiance Leveraged Long on the next trading day is expected to be 20.12 with a mean absolute deviation of 1.52 and the sum of the absolute errors of 94.35. Defiance Etf Forecast is based on your current time horizon.
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Defiance Leveraged Naive Prediction Price Forecast For the 25th of December
Given 90 days horizon, the Naive Prediction forecasted value of Defiance Leveraged Long on the next trading day is expected to be 20.12 with a mean absolute deviation of 1.52, mean absolute percentage error of 3.69, and the sum of the absolute errors of 94.35.Please note that although there have been many attempts to predict Defiance Etf prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Defiance Leveraged's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Defiance Leveraged Etf Forecast Pattern
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Defiance Leveraged Forecasted Value
In the context of forecasting Defiance Leveraged's Etf value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. Defiance Leveraged's downside and upside margins for the forecasting period are 11.59 and 28.64, respectively. We have considered Defiance Leveraged's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Defiance Leveraged etf data series using in forecasting. Note that when a statistical model is used to represent Defiance Leveraged etf, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.| AIC | Akaike Information Criteria | 121.2535 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 1.5218 |
| MAPE | Mean absolute percentage error | 0.0656 |
| SAE | Sum of the absolute errors | 94.3492 |
Predictive Modules for Defiance Leveraged
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Defiance Leveraged Long. Regardless of method or technology, however, to accurately forecast the etf market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the etf market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Defiance Leveraged's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Other Forecasting Options for Defiance Leveraged
For every potential investor in Defiance, whether a beginner or expert, Defiance Leveraged's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Defiance Etf price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Defiance. Basic forecasting techniques help filter out the noise by identifying Defiance Leveraged's price trends.Defiance Leveraged Related Equities
One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Defiance Leveraged etf to make a market-neutral strategy. Peer analysis of Defiance Leveraged could also be used in its relative valuation, which is a method of valuing Defiance Leveraged by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Defiance Leveraged Long Technical and Predictive Analytics
The etf market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Defiance Leveraged's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of Defiance Leveraged's current price.| Cycle Indicators | ||
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| Math Transform | ||
| Momentum Indicators | ||
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| Volume Indicators |
Defiance Leveraged Market Strength Events
Market strength indicators help investors to evaluate how Defiance Leveraged etf reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Defiance Leveraged shares will generate the highest return on investment. By undertsting and applying Defiance Leveraged etf market strength indicators, traders can identify Defiance Leveraged Long entry and exit signals to maximize returns.
Defiance Leveraged Risk Indicators
The analysis of Defiance Leveraged's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Defiance Leveraged's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting defiance etf prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
| Mean Deviation | 5.36 | |||
| Semi Deviation | 6.04 | |||
| Standard Deviation | 8.32 | |||
| Variance | 69.31 | |||
| Downside Variance | 46.93 | |||
| Semi Variance | 36.44 | |||
| Expected Short fall | (5.69) |
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.
Thematic Opportunities
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Check out Historical Fundamental Analysis of Defiance Leveraged to cross-verify your projections. You can also try the Portfolio Backtesting module to avoid under-diversification and over-optimization by backtesting your portfolios.
The market value of Defiance Leveraged Long is measured differently than its book value, which is the value of Defiance that is recorded on the company's balance sheet. Investors also form their own opinion of Defiance Leveraged's value that differs from its market value or its book value, called intrinsic value, which is Defiance Leveraged's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Defiance Leveraged's market value can be influenced by many factors that don't directly affect Defiance Leveraged's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Defiance Leveraged's value and its price as these two are different measures arrived at by different means. Investors typically determine if Defiance Leveraged is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Defiance Leveraged's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.